Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9790146 | 0.9789832 | 0.3531762 | 0.0148270 | 0.8305031 |
| bt | 0.9671533 | 0.8444313 | 0.9344896 | 0.0434001 | 0.6251572 |
| maxnet | 0.8512774 | 0.8985325 | 0.7817662 | 0.1000442 | 0.6987421 |
| gam | 0.9671533 | 0.8714099 | 0.8398173 | 0.0276856 | 0.6659329 |
| glm | 0.9671533 | 0.7548218 | 0.7684225 | 0.0308625 | 0.4191824 |
Variable Importance